索引

_

__init__() (pyts.approximation.DiscreteFourierTransform method) (pyts.approximation.MultipleCoefficientBinning method) (pyts.approximation.PiecewiseAggregateApproximation method) (pyts.approximation.SymbolicAggregateApproximation method) (pyts.approximation.SymbolicFourierApproximation method) (pyts.bag_of_words.BagOfWords method) (pyts.bag_of_words.WordExtractor method) (pyts.classification.BOSSVS method) (pyts.classification.KNeighborsClassifier method) (pyts.classification.LearningShapelets method) (pyts.classification.SAXVSM method) (pyts.classification.TSBF method) (pyts.classification.TimeSeriesForest method) (pyts.decomposition.SingularSpectrumAnalysis method) (pyts.image.GramianAngularField method) (pyts.image.MarkovTransitionField method) (pyts.image.RecurrencePlot method) (pyts.multivariate.classification.MultivariateClassifier method) (pyts.multivariate.image.JointRecurrencePlot method) (pyts.multivariate.transformation.MultivariateTransformer method) (pyts.multivariate.transformation.WEASELMUSE method) (pyts.preprocessing.InterpolationImputer method) (pyts.preprocessing.KBinsDiscretizer method) (pyts.preprocessing.MaxAbsScaler method) (pyts.preprocessing.MinMaxScaler method) (pyts.preprocessing.PowerTransformer method) (pyts.preprocessing.QuantileTransformer method) (pyts.preprocessing.RobustScaler method) (pyts.preprocessing.StandardScaler method) (pyts.transformation.BOSS method) (pyts.transformation.BagOfPatterns method) (pyts.transformation.ROCKET method) (pyts.transformation.ShapeletTransform method) (pyts.transformation.WEASEL method)

A

apply() (pyts.classification.TimeSeriesForest 方法) (pyts.classification.TSBF 方法)

B

BagOfPatterns (pyts.transformation中的类) BagOfWords (pyts.bag_of_words中的类)

BOSS (pyts.transformation中的类) boss() (pyts.metrics模块中的函数) BOSSVS (pyts.classification中的类)

C

check_3d_array() (pyts.multivariate.utils模块中的函数)

D

decision_function() (pyts.classification.BOSSVS 方法) (pyts.classification.LearningShapelets 方法) (pyts.classification.SAXVSM 方法)

decision_path() (pyts.classification.TimeSeriesForest 方法) (pyts.classification.TSBF 方法) DiscreteFourierTransform (pyts.approximation 中的类) dtw() (pyts.metrics 模块中的函数)

F

fetch_ucr_dataset() (in module pyts.datasets) fetch_uea_dataset() (in module pyts.datasets) fit() (pyts.approximation.DiscreteFourierTransform method) (pyts.approximation.MultipleCoefficientBinning method) (pyts.approximation.PiecewiseAggregateApproximation method) (pyts.approximation.SymbolicAggregateApproximation method) (pyts.approximation.SymbolicFourierApproximation method) (pyts.bag_of_words.BagOfWords method) (pyts.bag_of_words.WordExtractor method) (pyts.classification.BOSSVS method) (pyts.classification.KNeighborsClassifier method) (pyts.classification.LearningShapelets method) (pyts.classification.SAXVSM method) (pyts.classification.TSBF method) (pyts.classification.TimeSeriesForest method) (pyts.decomposition.SingularSpectrumAnalysis method) (pyts.image.GramianAngularField method) (pyts.image.MarkovTransitionField method) (pyts.image.RecurrencePlot method) (pyts.multivariate.classification.MultivariateClassifier method) (pyts.multivariate.image.JointRecurrencePlot method) (pyts.multivariate.transformation.MultivariateTransformer method) (pyts.multivariate.transformation.WEASELMUSE method) (pyts.preprocessing.InterpolationImputer method) (pyts.preprocessing.KBinsDiscretizer method) (pyts.preprocessing.MaxAbsScaler method) (pyts.preprocessing.MinMaxScaler method) (pyts.preprocessing.PowerTransformer method) (pyts.preprocessing.QuantileTransformer method) (pyts.preprocessing.RobustScaler method) (pyts.preprocessing.StandardScaler method) (pyts.transformation.BOSS method) (pyts.transformation.BagOfPatterns method) (pyts.transformation.ROCKET method) (pyts.transformation.ShapeletTransform method) (pyts.transformation.WEASEL method)

fit_transform() (pyts.approximation.DiscreteFourierTransform method) (pyts.approximation.MultipleCoefficientBinning method) (pyts.approximation.PiecewiseAggregateApproximation method) (pyts.approximation.SymbolicAggregateApproximation method) (pyts.approximation.SymbolicFourierApproximation method) (pyts.bag_of_words.BagOfWords method) (pyts.bag_of_words.WordExtractor method) (pyts.decomposition.SingularSpectrumAnalysis method) (pyts.image.GramianAngularField method) (pyts.image.MarkovTransitionField method) (pyts.image.RecurrencePlot method) (pyts.multivariate.image.JointRecurrencePlot method) (pyts.multivariate.transformation.MultivariateTransformer method) (pyts.multivariate.transformation.WEASELMUSE method) (pyts.preprocessing.InterpolationImputer method) (pyts.preprocessing.KBinsDiscretizer method) (pyts.preprocessing.MaxAbsScaler method) (pyts.preprocessing.MinMaxScaler method) (pyts.preprocessing.PowerTransformer method) (pyts.preprocessing.QuantileTransformer method) (pyts.preprocessing.RobustScaler method) (pyts.preprocessing.StandardScaler method) (pyts.transformation.BOSS method) (pyts.transformation.BagOfPatterns method) (pyts.transformation.ROCKET method) (pyts.transformation.ShapeletTransform method) (pyts.transformation.WEASEL method)

G

get_params() (pyts.approximation.DiscreteFourierTransform method) (pyts.approximation.MultipleCoefficientBinning method) (pyts.approximation.PiecewiseAggregateApproximation method) (pyts.approximation.SymbolicAggregateApproximation method) (pyts.approximation.SymbolicFourierApproximation method) (pyts.bag_of_words.BagOfWords method) (pyts.bag_of_words.WordExtractor method) (pyts.classification.BOSSVS method) (pyts.classification.KNeighborsClassifier method) (pyts.classification.LearningShapelets method) (pyts.classification.SAXVSM method) (pyts.classification.TSBF method) (pyts.classification.TimeSeriesForest method) (pyts.decomposition.SingularSpectrumAnalysis method) (pyts.image.GramianAngularField method) (pyts.image.MarkovTransitionField method) (pyts.image.RecurrencePlot method) (pyts.multivariate.classification.MultivariateClassifier method) (pyts.multivariate.image.JointRecurrencePlot method) (pyts.multivariate.transformation.MultivariateTransformer method) (pyts.multivariate.transformation.WEASELMUSE method) (pyts.preprocessing.InterpolationImputer method) (pyts.preprocessing.KBinsDiscretizer method) (pyts.preprocessing.MaxAbsScaler method) (pyts.preprocessing.MinMaxScaler method) (pyts.preprocessing.PowerTransformer method) (pyts.preprocessing.QuantileTransformer method) (pyts.preprocessing.RobustScaler method) (pyts.preprocessing.StandardScaler method) (pyts.transformation.BOSS method) (pyts.transformation.BagOfPatterns method) (pyts.transformation.ROCKET method) (pyts.transformation.ShapeletTransform method) (pyts.transformation.WEASEL method)

GramianAngularField (class in pyts.image)

I

InterpolationImputer (pyts.preprocessing中的类)

itakura_parallelogram() (pyts.metrics模块中的函数)

J

JointRecurrencePlot (pyts.multivariate.image中的类)

K

KBinsDiscretizer (pyts.preprocessing中的类)

KNeighborsClassifier (pyts.classification中的类)

L

LearningShapelets (pyts.classification中的类) load_basic_motions() (pyts.datasets模块中的函数)

load_coffee() (pyts.datasets模块中的函数) load_gunpoint() (pyts.datasets模块中的函数) load_pig_central_venous_pressure() (pyts.datasets模块中的函数)

M

make_cylinder_bell_funnel() (pyts.datasets模块中的函数) MarkovTransitionField (pyts.image中的类) MaxAbsScaler (pyts.preprocessing中的类)

MinMaxScaler (pyts.preprocessing中的类) MultipleCoefficientBinning (pyts.approximation中的类) MultivariateClassifier (pyts.multivariate.classification中的类) MultivariateTransformer (pyts.multivariate.transformation中的类)

P

PiecewiseAggregateApproximation (pyts.approximation中的类) PowerTransformer (pyts.preprocessing中的类) predict() (pyts.classification.BOSSVS方法) (pyts.classification.KNeighborsClassifier方法) (pyts.classification.LearningShapelets方法) (pyts.classification.SAXVSM方法) (pyts.classification.TSBF方法) (pyts.classification.TimeSeriesForest方法) (pyts.multivariate.classification.MultivariateClassifier方法) predict_proba() (pyts.classification.KNeighborsClassifier方法) (pyts.classification.LearningShapelets方法) (pyts.classification.TSBF方法) (pyts.classification.TimeSeriesForest方法)

pyts.approximation (模块) pyts.bag_of_words (模块) pyts.classification (模块) pyts.datasets (模块) pyts.decomposition (模块) pyts.image (模块) pyts.metrics (模块) pyts.multivariate (模块) pyts.preprocessing (模块) pyts.transformation (模块) pyts.utils (模块)

问题

QuantileTransformer (pyts.preprocessing中的类)

R

RecurrencePlot (pyts.image中的类)

RobustScaler (pyts.preprocessing中的类) ROCKET (pyts.transformation中的类)

S

sakoe_chiba_band() (in module pyts.metrics) SAXVSM (class in pyts.classification) score() (pyts.classification.BOSSVS method) (pyts.classification.KNeighborsClassifier method) (pyts.classification.LearningShapelets method) (pyts.classification.SAXVSM method) (pyts.classification.TSBF method) (pyts.classification.TimeSeriesForest method) (pyts.multivariate.classification.MultivariateClassifier method) segmentation() (in module pyts.utils) set_output() (pyts.bag_of_words.BagOfWords method) (pyts.preprocessing.MaxAbsScaler method) (pyts.preprocessing.MinMaxScaler method) (pyts.preprocessing.RobustScaler method) set_params() (pyts.approximation.DiscreteFourierTransform method) (pyts.approximation.MultipleCoefficientBinning method) (pyts.approximation.PiecewiseAggregateApproximation method) (pyts.approximation.SymbolicAggregateApproximation method) (pyts.approximation.SymbolicFourierApproximation method) (pyts.bag_of_words.BagOfWords method) (pyts.bag_of_words.WordExtractor method) (pyts.classification.BOSSVS method) (pyts.classification.KNeighborsClassifier method) (pyts.classification.LearningShapelets method) (pyts.classification.SAXVSM method) (pyts.classification.TSBF method) (pyts.classification.TimeSeriesForest method) (pyts.decomposition.SingularSpectrumAnalysis method) (pyts.image.GramianAngularField method) (pyts.image.MarkovTransitionField method) (pyts.image.RecurrencePlot method) (pyts.multivariate.classification.MultivariateClassifier method) (pyts.multivariate.image.JointRecurrencePlot method) (pyts.multivariate.transformation.MultivariateTransformer method) (pyts.multivariate.transformation.WEASELMUSE method) (pyts.preprocessing.InterpolationImputer method) (pyts.preprocessing.KBinsDiscretizer method) (pyts.preprocessing.MaxAbsScaler method) (pyts.preprocessing.MinMaxScaler method) (pyts.preprocessing.PowerTransformer method) (pyts.preprocessing.QuantileTransformer method) (pyts.preprocessing.RobustScaler method) (pyts.preprocessing.StandardScaler method) (pyts.transformation.BOSS method) (pyts.transformation.BagOfPatterns method) (pyts.transformation.ROCKET method) (pyts.transformation.ShapeletTransform method) (pyts.transformation.WEASEL method)

ShapeletTransform (class in pyts.transformation) show_options() (in module pyts.metrics) SingularSpectrumAnalysis (class in pyts.decomposition) StandardScaler (class in pyts.preprocessing) SymbolicAggregateApproximation (class in pyts.approximation) SymbolicFourierApproximation (class in pyts.approximation)

T

TimeSeriesForest (class in pyts.classification) transform() (pyts.approximation.DiscreteFourierTransform method) (pyts.approximation.MultipleCoefficientBinning method) (pyts.approximation.PiecewiseAggregateApproximation method) (pyts.approximation.SymbolicAggregateApproximation method) (pyts.approximation.SymbolicFourierApproximation method) (pyts.bag_of_words.BagOfWords method) (pyts.bag_of_words.WordExtractor method) (pyts.decomposition.SingularSpectrumAnalysis method) (pyts.image.GramianAngularField method) (pyts.image.MarkovTransitionField method) (pyts.image.RecurrencePlot method) (pyts.multivariate.image.JointRecurrencePlot method) (pyts.multivariate.transformation.MultivariateTransformer method) (pyts.multivariate.transformation.WEASELMUSE method) (pyts.preprocessing.InterpolationImputer method) (pyts.preprocessing.KBinsDiscretizer method) (pyts.preprocessing.MaxAbsScaler method) (pyts.preprocessing.MinMaxScaler method) (pyts.preprocessing.PowerTransformer method) (pyts.preprocessing.QuantileTransformer method) (pyts.preprocessing.RobustScaler method) (pyts.preprocessing.StandardScaler method) (pyts.transformation.BOSS method) (pyts.transformation.BagOfPatterns method) (pyts.transformation.ROCKET method) (pyts.transformation.ShapeletTransform method) (pyts.transformation.WEASEL method)

TSBF (class in pyts.classification)

U

ucr_dataset_info() (in module pyts.datasets) ucr_dataset_list() (in module pyts.datasets)

uea_dataset_info() (in module pyts.datasets) uea_dataset_list() (in module pyts.datasets)

W

WEASEL (pyts.transformation中的类) WEASELMUSE (pyts.multivariate.transformation中的类)

windowed_view() (pyts.utils模块中的函数) WordExtractor (pyts.bag_of_words中的类)